diff --git a/README.md b/README.md
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+++ b/README.md
@@ -13,7 +13,7 @@ So "factually-correct" fits with the dataset, as does "scientifically-supported"
 
 ## What is this?
 
-This is a simplified fork of [unsupervised-elicitation](https://github.com/Jiaxin-Wen/Unsupervised-Elicitation) ([Wen et al. 2025](https://arxiv.org/abs/2506.10139)) which is a paper that uses in-context metalearning, requiring it to be consistent and mutually predictive. We are using two kinds of signal here
+This is a simplified fork of [unsupervised-elicitation](https://github.com/Jiaxin-Wen/Unsupervised-Elicitation) ([Wen et al. 2025](https://arxiv.org/abs/2506.10139)) which is a paper that uses in-context metalearning, requiring it to be consistent and mutually predictive. We are using:
 
 Intrinsic:
 - in-context metalearning e.g. "given these examples complete the pattern"